Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 12493 |
| Missing cells | 626 |
| Missing cells (%) | 0.3% |
| Duplicate rows | 151 |
| Duplicate rows (%) | 1.2% |
| Total size in memory | 1.5 MiB |
| Average record size in memory | 130.0 B |
Variable types
| Numeric | 13 |
|---|---|
| Categorical | 3 |
| Boolean | 2 |
| Dataset has 151 (1.2%) duplicate rows | Duplicates |
Administrative is highly overall correlated with Administrative_Duration | High correlation |
Administrative_Duration is highly overall correlated with Administrative | High correlation |
BounceRates is highly overall correlated with ExitRates | High correlation |
ExitRates is highly overall correlated with BounceRates and 1 other fields | High correlation |
Informational is highly overall correlated with Informational_Duration | High correlation |
Informational_Duration is highly overall correlated with Informational | High correlation |
ProductRelated is highly overall correlated with ExitRates and 1 other fields | High correlation |
ProductRelated_Duration is highly overall correlated with ProductRelated | High correlation |
VisitorType is highly imbalanced (60.1%) | Imbalance |
PageValues has 626 (5.0%) missing values | Missing |
Administrative has 5851 (46.8%) zeros | Zeros |
Administrative_Duration has 5993 (48.0%) zeros | Zeros |
Informational has 9828 (78.7%) zeros | Zeros |
Informational_Duration has 10055 (80.5%) zeros | Zeros |
ProductRelated_Duration has 763 (6.1%) zeros | Zeros |
BounceRates has 5568 (44.6%) zeros | Zeros |
PageValues has 9237 (73.9%) zeros | Zeros |
SpecialDay has 11226 (89.9%) zeros | Zeros |
Reproduction
| Analysis started | 2024-06-08 03:56:53.246843 |
|---|---|
| Analysis finished | 2024-06-08 03:57:04.017418 |
| Duration | 10.77 seconds |
| Software version | ydata-profiling v4.8.3 |
| Download configuration | config.json |
Administrative
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 27 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.3097735 |
| Minimum | 0 |
|---|---|
| Maximum | 27 |
| Zeros | 5851 |
| Zeros (%) | 46.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 97.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 4 |
| 95-th percentile | 9 |
| Maximum | 27 |
| Range | 27 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.3253648 |
|---|---|
| Coefficient of variation (CV) | 1.4396931 |
| Kurtosis | 4.9469442 |
| Mean | 2.3097735 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.9919156 |
| Sum | 28856 |
| Variance | 11.058051 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5851 | |
| 1 | 1378 | 11.0% |
| 2 | 1124 | 9.0% |
| 3 | 927 | 7.4% |
| 4 | 778 | 6.2% |
| 5 | 584 | 4.7% |
| 6 | 434 | 3.5% |
| 7 | 344 | 2.8% |
| 8 | 287 | 2.3% |
| 9 | 225 | 1.8% |
| Other values (17) | 561 | 4.5% |
| Value | Count | Frequency (%) |
| 0 | 5851 | |
| 1 | 1378 | 11.0% |
| 2 | 1124 | 9.0% |
| 3 | 927 | 7.4% |
| 4 | 778 | 6.2% |
| 5 | 584 | 4.7% |
| 6 | 434 | 3.5% |
| 7 | 344 | 2.8% |
| 8 | 287 | 2.3% |
| 9 | 225 | 1.8% |
| Value | Count | Frequency (%) |
| 27 | 1 | < 0.1% |
| 26 | 1 | < 0.1% |
| 24 | 4 | < 0.1% |
| 23 | 6 | < 0.1% |
| 22 | 4 | < 0.1% |
| 21 | 2 | < 0.1% |
| 20 | 2 | < 0.1% |
| 19 | 6 | < 0.1% |
| 18 | 12 | |
| 17 | 16 |
Administrative_Duration
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 3335 |
|---|---|
| Distinct (%) | 26.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 80.349079 |
| Minimum | 0 |
|---|---|
| Maximum | 3398.75 |
| Zeros | 5993 |
| Zeros (%) | 48.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 97.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 7 |
| Q3 | 92.5 |
| 95-th percentile | 344.7 |
| Maximum | 3398.75 |
| Range | 3398.75 |
| Interquartile range (IQR) | 92.5 |
Descriptive statistics
| Standard deviation | 175.92375 |
|---|---|
| Coefficient of variation (CV) | 2.189493 |
| Kurtosis | 50.956139 |
| Mean | 80.349079 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 5.632885 |
| Sum | 1003801 |
| Variance | 30949.164 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5993 | |
| 4 | 56 | 0.4% |
| 5 | 53 | 0.4% |
| 7 | 45 | 0.4% |
| 11 | 42 | 0.3% |
| 6 | 41 | 0.3% |
| 14 | 37 | 0.3% |
| 15 | 36 | 0.3% |
| 9 | 35 | 0.3% |
| 10 | 32 | 0.3% |
| Other values (3325) | 6123 |
| Value | Count | Frequency (%) |
| 0 | 5993 | |
| 1.333333333 | 1 | < 0.1% |
| 2 | 15 | 0.1% |
| 3 | 26 | 0.2% |
| 3.5 | 4 | < 0.1% |
| 4 | 56 | 0.4% |
| 4.333333333 | 1 | < 0.1% |
| 4.5 | 2 | < 0.1% |
| 4.75 | 1 | < 0.1% |
| 5 | 53 | 0.4% |
| Value | Count | Frequency (%) |
| 3398.75 | 1 | |
| 2720.5 | 1 | |
| 2657.318056 | 1 | |
| 2629.253968 | 1 | |
| 2407.42381 | 1 | |
| 2156.166667 | 1 | |
| 2137.112745 | 1 | |
| 2086.75 | 1 | |
| 2047.234848 | 1 | |
| 1951.279141 | 1 |
Informational
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.50260146 |
| Minimum | 0 |
|---|---|
| Maximum | 24 |
| Zeros | 9828 |
| Zeros (%) | 78.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 97.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.267123 |
|---|---|
| Coefficient of variation (CV) | 2.5211289 |
| Kurtosis | 26.89237 |
| Mean | 0.50260146 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.0319265 |
| Sum | 6279 |
| Variance | 1.6056008 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9828 | |
| 1 | 1054 | 8.4% |
| 2 | 743 | 5.9% |
| 3 | 380 | 3.0% |
| 4 | 225 | 1.8% |
| 5 | 102 | 0.8% |
| 6 | 78 | 0.6% |
| 7 | 36 | 0.3% |
| 9 | 15 | 0.1% |
| 8 | 14 | 0.1% |
| Other values (7) | 18 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 9828 | |
| 1 | 1054 | 8.4% |
| 2 | 743 | 5.9% |
| 3 | 380 | 3.0% |
| 4 | 225 | 1.8% |
| 5 | 102 | 0.8% |
| 6 | 78 | 0.6% |
| 7 | 36 | 0.3% |
| 8 | 14 | 0.1% |
| 9 | 15 | 0.1% |
| Value | Count | Frequency (%) |
| 24 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 14 | 2 | < 0.1% |
| 13 | 1 | < 0.1% |
| 12 | 5 | < 0.1% |
| 11 | 1 | < 0.1% |
| 10 | 7 | 0.1% |
| 9 | 15 | |
| 8 | 14 | 0.1% |
| 7 | 36 |
Informational_Duration
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 1258 |
|---|---|
| Distinct (%) | 10.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.338417 |
| Minimum | 0 |
|---|---|
| Maximum | 2549.375 |
| Zeros | 10055 |
| Zeros (%) | 80.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 97.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 195 |
| Maximum | 2549.375 |
| Range | 2549.375 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 140.06582 |
|---|---|
| Coefficient of variation (CV) | 4.0789831 |
| Kurtosis | 76.863124 |
| Mean | 34.338417 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.5988141 |
| Sum | 428989.84 |
| Variance | 19618.435 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 10055 | |
| 9 | 33 | 0.3% |
| 6 | 26 | 0.2% |
| 7 | 26 | 0.2% |
| 10 | 26 | 0.2% |
| 16 | 24 | 0.2% |
| 12 | 23 | 0.2% |
| 13 | 23 | 0.2% |
| 8 | 22 | 0.2% |
| 11 | 21 | 0.2% |
| Other values (1248) | 2214 | 17.7% |
| Value | Count | Frequency (%) |
| 0 | 10055 | |
| 1 | 3 | < 0.1% |
| 1.5 | 1 | < 0.1% |
| 2 | 11 | 0.1% |
| 2.5 | 1 | < 0.1% |
| 3 | 16 | 0.1% |
| 3.5 | 1 | < 0.1% |
| 4 | 17 | 0.1% |
| 5 | 18 | 0.1% |
| 5.5 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 2549.375 | 1 | |
| 2256.916667 | 1 | |
| 2252.033333 | 1 | |
| 2195.3 | 1 | |
| 2166.5 | 1 | |
| 2050.433333 | 1 | |
| 1949.166667 | 1 | |
| 1830.5 | 1 | |
| 1779.166667 | 1 | |
| 1778 | 1 |
ProductRelated
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 311 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.701273 |
| Minimum | 0 |
|---|---|
| Maximum | 705 |
| Zeros | 39 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 97.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 7 |
| median | 18 |
| Q3 | 38 |
| 95-th percentile | 109 |
| Maximum | 705 |
| Range | 705 |
| Interquartile range (IQR) | 31 |
Descriptive statistics
| Standard deviation | 44.351149 |
|---|---|
| Coefficient of variation (CV) | 1.3990337 |
| Kurtosis | 31.214201 |
| Mean | 31.701273 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 4.3373629 |
| Sum | 396044 |
| Variance | 1967.0244 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 625 | 5.0% |
| 2 | 476 | 3.8% |
| 3 | 463 | 3.7% |
| 4 | 408 | 3.3% |
| 6 | 405 | 3.2% |
| 7 | 395 | 3.2% |
| 5 | 389 | 3.1% |
| 8 | 382 | 3.1% |
| 10 | 330 | 2.6% |
| 9 | 317 | 2.5% |
| Other values (301) | 8303 |
| Value | Count | Frequency (%) |
| 0 | 39 | 0.3% |
| 1 | 625 | |
| 2 | 476 | |
| 3 | 463 | |
| 4 | 408 | |
| 5 | 389 | |
| 6 | 405 | |
| 7 | 395 | |
| 8 | 382 | |
| 9 | 317 |
| Value | Count | Frequency (%) |
| 705 | 1 | |
| 686 | 1 | |
| 584 | 1 | |
| 534 | 1 | |
| 518 | 1 | |
| 517 | 1 | |
| 501 | 1 | |
| 486 | 1 | |
| 470 | 1 | |
| 449 | 1 |
ProductRelated_Duration
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 9551 |
|---|---|
| Distinct (%) | 76.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1192.8265 |
| Minimum | 0 |
|---|---|
| Maximum | 63973.522 |
| Zeros | 763 |
| Zeros (%) | 6.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 97.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 184.33333 |
| median | 598.77857 |
| Q3 | 1464.2096 |
| 95-th percentile | 4298.9298 |
| Maximum | 63973.522 |
| Range | 63973.522 |
| Interquartile range (IQR) | 1279.8763 |
Descriptive statistics
| Standard deviation | 1907.0686 |
|---|---|
| Coefficient of variation (CV) | 1.5987813 |
| Kurtosis | 137.318 |
| Mean | 1192.8265 |
| Median Absolute Deviation (MAD) | 500.44524 |
| Skewness | 7.2534629 |
| Sum | 14901981 |
| Variance | 3636910.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 763 | 6.1% |
| 17 | 21 | 0.2% |
| 8 | 17 | 0.1% |
| 11 | 17 | 0.1% |
| 7 | 17 | 0.1% |
| 15 | 16 | 0.1% |
| 19 | 15 | 0.1% |
| 22 | 15 | 0.1% |
| 12 | 15 | 0.1% |
| 13 | 14 | 0.1% |
| Other values (9541) | 11583 |
| Value | Count | Frequency (%) |
| 0 | 763 | |
| 0.5 | 1 | < 0.1% |
| 1 | 2 | < 0.1% |
| 2.333333333 | 1 | < 0.1% |
| 2.666666667 | 1 | < 0.1% |
| 3 | 5 | < 0.1% |
| 4 | 10 | 0.1% |
| 5 | 13 | 0.1% |
| 5.333333333 | 1 | < 0.1% |
| 6 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 63973.52223 | 1 | |
| 43171.23338 | 1 | |
| 29970.46597 | 1 | |
| 27009.85943 | 1 | |
| 24844.1562 | 1 | |
| 23888.81 | 1 | |
| 23342.08205 | 1 | |
| 23050.10414 | 1 | |
| 21857.04648 | 1 | |
| 21672.24425 | 1 |
BounceRates
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 1872 |
|---|---|
| Distinct (%) | 15.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.022214841 |
| Minimum | 0 |
|---|---|
| Maximum | 0.2 |
| Zeros | 5568 |
| Zeros (%) | 44.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 97.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.003174603 |
| Q3 | 0.017123288 |
| 95-th percentile | 0.2 |
| Maximum | 0.2 |
| Range | 0.2 |
| Interquartile range (IQR) | 0.017123288 |
Descriptive statistics
| Standard deviation | 0.048426283 |
|---|---|
| Coefficient of variation (CV) | 2.1799068 |
| Kurtosis | 7.7489478 |
| Mean | 0.022214841 |
| Median Absolute Deviation (MAD) | 0.003174603 |
| Skewness | 2.9508705 |
| Sum | 277.53001 |
| Variance | 0.0023451049 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5568 | |
| 0.2 | 708 | 5.7% |
| 0.066666667 | 135 | 1.1% |
| 0.05 | 117 | 0.9% |
| 0.028571429 | 115 | 0.9% |
| 0.025 | 109 | 0.9% |
| 0.04 | 102 | 0.8% |
| 0.033333333 | 101 | 0.8% |
| 0.016666667 | 99 | 0.8% |
| 0.1 | 98 | 0.8% |
| Other values (1862) | 5341 |
| Value | Count | Frequency (%) |
| 0 | 5568 | |
| 2.73 × 10-5 | 1 | < 0.1% |
| 3.35 × 10-5 | 1 | < 0.1% |
| 3.83 × 10-5 | 1 | < 0.1% |
| 3.94 × 10-5 | 1 | < 0.1% |
| 7.09 × 10-5 | 1 | < 0.1% |
| 7.27 × 10-5 | 1 | < 0.1% |
| 7.5 × 10-5 | 1 | < 0.1% |
| 8.01 × 10-5 | 1 | < 0.1% |
| 8.08 × 10-5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.2 | 708 | |
| 0.183333333 | 1 | < 0.1% |
| 0.18 | 5 | < 0.1% |
| 0.176923077 | 1 | < 0.1% |
| 0.175 | 1 | < 0.1% |
| 0.166666667 | 4 | < 0.1% |
| 0.164285714 | 1 | < 0.1% |
| 0.164230769 | 1 | < 0.1% |
| 0.161904762 | 1 | < 0.1% |
| 0.16 | 3 | < 0.1% |
ExitRates
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 4777 |
|---|---|
| Distinct (%) | 38.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.043139975 |
| Minimum | 0 |
|---|---|
| Maximum | 0.2 |
| Zeros | 76 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 97.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.004574939 |
| Q1 | 0.014285714 |
| median | 0.025308642 |
| Q3 | 0.05 |
| 95-th percentile | 0.2 |
| Maximum | 0.2 |
| Range | 0.2 |
| Interquartile range (IQR) | 0.035714286 |
Descriptive statistics
| Standard deviation | 0.048566624 |
|---|---|
| Coefficient of variation (CV) | 1.1257917 |
| Kurtosis | 4.0104596 |
| Mean | 0.043139975 |
| Median Absolute Deviation (MAD) | 0.014212075 |
| Skewness | 2.1462458 |
| Sum | 538.94771 |
| Variance | 0.002358717 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2 | 718 | 5.7% |
| 0.1 | 346 | 2.8% |
| 0.05 | 343 | 2.7% |
| 0.033333333 | 291 | 2.3% |
| 0.066666667 | 269 | 2.2% |
| 0.025 | 229 | 1.8% |
| 0.04 | 214 | 1.7% |
| 0.016666667 | 181 | 1.4% |
| 0.02 | 167 | 1.3% |
| 0.022222222 | 154 | 1.2% |
| Other values (4767) | 9581 |
| Value | Count | Frequency (%) |
| 0 | 76 | |
| 0.000175593 | 1 | < 0.1% |
| 0.000250438 | 1 | < 0.1% |
| 0.000262123 | 1 | < 0.1% |
| 0.000263158 | 1 | < 0.1% |
| 0.000292398 | 1 | < 0.1% |
| 0.000409836 | 1 | < 0.1% |
| 0.000446429 | 1 | < 0.1% |
| 0.000468384 | 1 | < 0.1% |
| 0.000480769 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.2 | 718 | |
| 0.192307692 | 1 | < 0.1% |
| 0.188888889 | 2 | < 0.1% |
| 0.186666667 | 4 | < 0.1% |
| 0.183333333 | 2 | < 0.1% |
| 0.181818182 | 1 | < 0.1% |
| 0.18034188 | 1 | < 0.1% |
| 0.18 | 3 | < 0.1% |
| 0.177777778 | 5 | < 0.1% |
| 0.175 | 6 | < 0.1% |
PageValues
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 2574 |
|---|---|
| Distinct (%) | 21.7% |
| Missing | 626 |
| Missing (%) | 5.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.8506274 |
| Minimum | 0 |
|---|---|
| Maximum | 361.76374 |
| Zeros | 9237 |
| Zeros (%) | 73.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 97.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 38.045832 |
| Maximum | 361.76374 |
| Range | 361.76374 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 18.494055 |
|---|---|
| Coefficient of variation (CV) | 3.161038 |
| Kurtosis | 67.936624 |
| Mean | 5.8506274 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.4766172 |
| Sum | 69429.395 |
| Variance | 342.03008 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9237 | |
| 53.988 | 6 | < 0.1% |
| 14.25648352 | 4 | < 0.1% |
| 1.023391581 | 4 | < 0.1% |
| 5.167133333 | 4 | < 0.1% |
| 8.497935484 | 4 | < 0.1% |
| 63.891 | 4 | < 0.1% |
| 9.869649371 | 3 | < 0.1% |
| 68.25041784 | 3 | < 0.1% |
| 5.408935339 | 3 | < 0.1% |
| Other values (2564) | 2595 | 20.8% |
| (Missing) | 626 | 5.0% |
| Value | Count | Frequency (%) |
| 0 | 9237 | |
| 0.038034542 | 1 | < 0.1% |
| 0.067049546 | 1 | < 0.1% |
| 0.093546949 | 1 | < 0.1% |
| 0.098621403 | 1 | < 0.1% |
| 0.120699914 | 1 | < 0.1% |
| 0.129676893 | 1 | < 0.1% |
| 0.131837013 | 1 | < 0.1% |
| 0.139200623 | 1 | < 0.1% |
| 0.150650498 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 361.7637419 | 1 | |
| 360.9533839 | 1 | |
| 287.9537928 | 1 | |
| 270.7846931 | 1 | |
| 261.4912857 | 1 | |
| 258.5498732 | 1 | |
| 255.5691579 | 1 | |
| 254.6071579 | 1 | |
| 246.7585902 | 1 | |
| 239.98 | 1 |
SpecialDay
Real number (ℝ)
ZEROS 
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.061522453 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 11226 |
| Zeros (%) | 89.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 97.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.6 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.19909213 |
|---|---|
| Coefficient of variation (CV) | 3.2360889 |
| Kurtosis | 9.8570844 |
| Mean | 0.061522453 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.2958973 |
| Sum | 768.6 |
| Variance | 0.039637676 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11226 | |
| 0.6 | 357 | 2.9% |
| 0.8 | 334 | 2.7% |
| 0.4 | 244 | 2.0% |
| 0.2 | 178 | 1.4% |
| 1 | 154 | 1.2% |
| Value | Count | Frequency (%) |
| 0 | 11226 | |
| 0.2 | 178 | 1.4% |
| 0.4 | 244 | 2.0% |
| 0.6 | 357 | 2.9% |
| 0.8 | 334 | 2.7% |
| 1 | 154 | 1.2% |
| Value | Count | Frequency (%) |
| 1 | 154 | 1.2% |
| 0.8 | 334 | 2.7% |
| 0.6 | 357 | 2.9% |
| 0.4 | 244 | 2.0% |
| 0.2 | 178 | 1.4% |
| 0 | 11226 |
Month
Categorical
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 97.7 KiB |
| May | |
|---|---|
| Nov | |
| Mar | |
| Dec | |
| Oct | |
| Other values (8) |
Length
| Max length | 8 |
|---|---|
| Median length | 3 |
| Mean length | 3.0519491 |
| Min length | 3 |
Characters and Unicode
| Total characters | 38128 |
|---|---|
| Distinct characters | 23 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Feb |
|---|---|
| 2nd row | Feb |
| 3rd row | Feb |
| 4th row | Feb |
| 5th row | Feb |
Common Values
| Value | Count | Frequency (%) |
| May | 3248 | |
| Nov | 3021 | |
| Mar | 1934 | |
| Dec | 1756 | |
| Oct | 516 | 4.1% |
| Sep | 452 | 3.6% |
| Aug | 444 | 3.6% |
| Jul | 442 | 3.5% |
| June | 292 | 2.3% |
| Feb | 181 | 1.4% |
| Other values (3) | 207 | 1.7% |
Length
| Value | Count | Frequency (%) |
| may | 3248 | |
| nov | 3021 | |
| mar | 1934 | |
| dec | 1756 | |
| oct | 516 | 4.1% |
| sep | 452 | 3.6% |
| aug | 444 | 3.6% |
| jul | 442 | 3.5% |
| june | 292 | 2.3% |
| feb | 181 | 1.4% |
| Other values (3) | 207 | 1.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 5347 | |
| M | 5341 | |
| y | 3572 | |
| o | 3105 | |
| N | 3021 | |
| v | 3021 | |
| e | 2729 | |
| c | 2314 | 6.1% |
| r | 1988 | 5.2% |
| D | 1756 | 4.6% |
| Other values (13) | 5934 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 38128 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 5347 | |
| M | 5341 | |
| y | 3572 | |
| o | 3105 | |
| N | 3021 | |
| v | 3021 | |
| e | 2729 | |
| c | 2314 | 6.1% |
| r | 1988 | 5.2% |
| D | 1756 | 4.6% |
| Other values (13) | 5934 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 38128 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 5347 | |
| M | 5341 | |
| y | 3572 | |
| o | 3105 | |
| N | 3021 | |
| v | 3021 | |
| e | 2729 | |
| c | 2314 | 6.1% |
| r | 1988 | 5.2% |
| D | 1756 | 4.6% |
| Other values (13) | 5934 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 38128 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 5347 | |
| M | 5341 | |
| y | 3572 | |
| o | 3105 | |
| N | 3021 | |
| v | 3021 | |
| e | 2729 | |
| c | 2314 | 6.1% |
| r | 1988 | 5.2% |
| D | 1756 | 4.6% |
| Other values (13) | 5934 |
OperatingSystems
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1262307 |
| Minimum | 1 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 97.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 3 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.90970565 |
|---|---|
| Coefficient of variation (CV) | 0.42784899 |
| Kurtosis | 10.373218 |
| Mean | 2.1262307 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.0477546 |
| Sum | 26563 |
| Variance | 0.82756438 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 6674 | |
| 3 | 2615 | 20.9% |
| 1 | 2609 | 20.9% |
| 4 | 484 | 3.9% |
| 8 | 79 | 0.6% |
| 6 | 19 | 0.2% |
| 7 | 7 | 0.1% |
| 5 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 2609 | 20.9% |
| 2 | 6674 | |
| 3 | 2615 | 20.9% |
| 4 | 484 | 3.9% |
| 5 | 6 | < 0.1% |
| 6 | 19 | 0.2% |
| 7 | 7 | 0.1% |
| 8 | 79 | 0.6% |
| Value | Count | Frequency (%) |
| 8 | 79 | 0.6% |
| 7 | 7 | 0.1% |
| 6 | 19 | 0.2% |
| 5 | 6 | < 0.1% |
| 4 | 484 | 3.9% |
| 3 | 2615 | 20.9% |
| 2 | 6674 | |
| 1 | 2609 | 20.9% |
Browser
Real number (ℝ)
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.3574802 |
| Minimum | 1 |
|---|---|
| Maximum | 13 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 97.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 13 |
| Range | 12 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.7168127 |
|---|---|
| Coefficient of variation (CV) | 0.72824056 |
| Kurtosis | 12.747345 |
| Mean | 2.3574802 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.2437959 |
| Sum | 29452 |
| Variance | 2.9474458 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 8079 | |
| 1 | 2485 | 19.9% |
| 4 | 744 | 6.0% |
| 5 | 473 | 3.8% |
| 6 | 177 | 1.4% |
| 10 | 166 | 1.3% |
| 8 | 136 | 1.1% |
| 3 | 105 | 0.8% |
| 13 | 61 | 0.5% |
| 7 | 49 | 0.4% |
| Other values (3) | 18 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 2485 | 19.9% |
| 2 | 8079 | |
| 3 | 105 | 0.8% |
| 4 | 744 | 6.0% |
| 5 | 473 | 3.8% |
| 6 | 177 | 1.4% |
| 7 | 49 | 0.4% |
| 8 | 136 | 1.1% |
| 9 | 1 | < 0.1% |
| 10 | 166 | 1.3% |
| Value | Count | Frequency (%) |
| 13 | 61 | 0.5% |
| 12 | 11 | 0.1% |
| 11 | 6 | < 0.1% |
| 10 | 166 | 1.3% |
| 9 | 1 | < 0.1% |
| 8 | 136 | 1.1% |
| 7 | 49 | 0.4% |
| 6 | 177 | 1.4% |
| 5 | 473 | |
| 4 | 744 |
Region
Real number (ℝ)
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.1541663 |
| Minimum | 1 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 97.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.4027528 |
|---|---|
| Coefficient of variation (CV) | 0.76177111 |
| Kurtosis | -0.16633187 |
| Mean | 3.1541663 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.97631637 |
| Sum | 39405 |
| Variance | 5.7732209 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 4827 | |
| 3 | 2430 | |
| 4 | 1201 | 9.6% |
| 2 | 1153 | 9.2% |
| 6 | 830 | 6.6% |
| 7 | 771 | 6.2% |
| 9 | 513 | 4.1% |
| 8 | 448 | 3.6% |
| 5 | 320 | 2.6% |
| Value | Count | Frequency (%) |
| 1 | 4827 | |
| 2 | 1153 | 9.2% |
| 3 | 2430 | |
| 4 | 1201 | 9.6% |
| 5 | 320 | 2.6% |
| 6 | 830 | 6.6% |
| 7 | 771 | 6.2% |
| 8 | 448 | 3.6% |
| 9 | 513 | 4.1% |
| Value | Count | Frequency (%) |
| 9 | 513 | 4.1% |
| 8 | 448 | 3.6% |
| 7 | 771 | 6.2% |
| 6 | 830 | 6.6% |
| 5 | 320 | 2.6% |
| 4 | 1201 | 9.6% |
| 3 | 2430 | |
| 2 | 1153 | 9.2% |
| 1 | 4827 |
TrafficType
Categorical
| Distinct | 37 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 97.7 KiB |
| 2 | |
|---|---|
| 1 | |
| 3 | |
| 4 | |
| 13 | |
| Other values (32) |
Length
| Max length | 8 |
|---|---|
| Median length | 1 |
| Mean length | 1.2799968 |
| Min length | 1 |
Characters and Unicode
| Total characters | 15991 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 2 |
| 3rd row | 3 |
| 4th row | 4 |
| 5th row | four |
Common Values
| Value | Count | Frequency (%) |
| 2 | 3763 | |
| 1 | 2374 | |
| 3 | 1970 | |
| 4 | 1039 | 8.3% |
| 13 | 706 | 5.7% |
| 6 | 430 | 3.4% |
| 10 | 428 | 3.4% |
| 8 | 331 | 2.6% |
| 5 | 246 | 2.0% |
| 11 | 235 | 1.9% |
| Other values (27) | 971 | 7.8% |
Length
| Value | Count | Frequency (%) |
| 2 | 3763 | |
| 1 | 2374 | |
| 3 | 1970 | |
| 4 | 1039 | 8.3% |
| 13 | 706 | 5.7% |
| 6 | 430 | 3.4% |
| 10 | 428 | 3.4% |
| 8 | 331 | 2.6% |
| 5 | 246 | 2.0% |
| 11 | 235 | 1.9% |
| Other values (27) | 971 | 7.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 4055 | |
| 2 | 3956 | |
| 3 | 2676 | |
| 4 | 1051 | 6.6% |
| 0 | 620 | 3.9% |
| e | 529 | 3.3% |
| t | 453 | 2.8% |
| 6 | 432 | 2.7% |
| o | 379 | 2.4% |
| 8 | 341 | 2.1% |
| Other values (16) | 1499 | 9.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 15991 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 4055 | |
| 2 | 3956 | |
| 3 | 2676 | |
| 4 | 1051 | 6.6% |
| 0 | 620 | 3.9% |
| e | 529 | 3.3% |
| t | 453 | 2.8% |
| 6 | 432 | 2.7% |
| o | 379 | 2.4% |
| 8 | 341 | 2.1% |
| Other values (16) | 1499 | 9.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 15991 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 4055 | |
| 2 | 3956 | |
| 3 | 2676 | |
| 4 | 1051 | 6.6% |
| 0 | 620 | 3.9% |
| e | 529 | 3.3% |
| t | 453 | 2.8% |
| 6 | 432 | 2.7% |
| o | 379 | 2.4% |
| 8 | 341 | 2.1% |
| Other values (16) | 1499 | 9.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 15991 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 4055 | |
| 2 | 3956 | |
| 3 | 2676 | |
| 4 | 1051 | 6.6% |
| 0 | 620 | 3.9% |
| e | 529 | 3.3% |
| t | 453 | 2.8% |
| 6 | 432 | 2.7% |
| o | 379 | 2.4% |
| 8 | 341 | 2.1% |
| Other values (16) | 1499 | 9.4% |
VisitorType
Categorical
IMBALANCE 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 97.7 KiB |
| Returning_Visitor | |
|---|---|
| New_Visitor | |
| Other | 85 |
Length
| Max length | 17 |
|---|---|
| Median length | 17 |
| Mean length | 16.099496 |
| Min length | 5 |
Characters and Unicode
| Total characters | 201131 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Returning_Visitor |
|---|---|
| 2nd row | Returning_Visitor |
| 3rd row | Returning_Visitor |
| 4th row | Returning_Visitor |
| 5th row | Returning_Visitor |
Common Values
| Value | Count | Frequency (%) |
| Returning_Visitor | 10703 | |
| New_Visitor | 1705 | 13.6% |
| Other | 85 | 0.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| returning_visitor | 10703 | |
| new_visitor | 1705 | 13.6% |
| other | 85 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 35519 | |
| t | 23196 | |
| r | 23196 | |
| n | 21406 | |
| e | 12493 | 6.2% |
| _ | 12408 | 6.2% |
| V | 12408 | 6.2% |
| s | 12408 | 6.2% |
| o | 12408 | 6.2% |
| R | 10703 | 5.3% |
| Other values (6) | 24986 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 201131 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 35519 | |
| t | 23196 | |
| r | 23196 | |
| n | 21406 | |
| e | 12493 | 6.2% |
| _ | 12408 | 6.2% |
| V | 12408 | 6.2% |
| s | 12408 | 6.2% |
| o | 12408 | 6.2% |
| R | 10703 | 5.3% |
| Other values (6) | 24986 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 201131 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 35519 | |
| t | 23196 | |
| r | 23196 | |
| n | 21406 | |
| e | 12493 | 6.2% |
| _ | 12408 | 6.2% |
| V | 12408 | 6.2% |
| s | 12408 | 6.2% |
| o | 12408 | 6.2% |
| R | 10703 | 5.3% |
| Other values (6) | 24986 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 201131 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 35519 | |
| t | 23196 | |
| r | 23196 | |
| n | 21406 | |
| e | 12493 | 6.2% |
| _ | 12408 | 6.2% |
| V | 12408 | 6.2% |
| s | 12408 | 6.2% |
| o | 12408 | 6.2% |
| R | 10703 | 5.3% |
| Other values (6) | 24986 |
Weekend
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.3 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 9575 | |
| True | 2918 | 23.4% |
Revenue
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.3 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 10563 | |
| True | 1930 | 15.4% |
| Administrative | Administrative_Duration | BounceRates | Browser | ExitRates | Informational | Informational_Duration | Month | OperatingSystems | PageValues | ProductRelated | ProductRelated_Duration | Region | Revenue | SpecialDay | TrafficType | VisitorType | Weekend | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Administrative | 1.000 | 0.941 | -0.155 | -0.013 | -0.433 | 0.369 | 0.363 | 0.053 | -0.006 | 0.329 | 0.459 | 0.420 | 0.011 | 0.131 | -0.126 | 0.080 | 0.086 | 0.039 |
| Administrative_Duration | 0.941 | 1.000 | -0.164 | -0.023 | -0.437 | 0.359 | 0.354 | 0.024 | -0.008 | 0.318 | 0.429 | 0.412 | 0.021 | 0.064 | -0.132 | 0.194 | 0.007 | 0.000 |
| BounceRates | -0.155 | -0.164 | 1.000 | -0.049 | 0.603 | 0.004 | -0.003 | 0.055 | 0.052 | -0.123 | -0.053 | -0.081 | -0.018 | 0.168 | 0.135 | 0.110 | 0.123 | 0.050 |
| Browser | -0.013 | -0.023 | -0.049 | 1.000 | -0.017 | -0.019 | -0.012 | 0.060 | 0.372 | 0.026 | 0.043 | 0.045 | 0.056 | 0.038 | 0.019 | 0.191 | 0.469 | 0.059 |
| ExitRates | -0.433 | -0.437 | 0.603 | -0.017 | 1.000 | -0.185 | -0.199 | 0.062 | 0.021 | -0.309 | -0.520 | -0.478 | -0.004 | 0.244 | 0.150 | 0.115 | 0.185 | 0.065 |
| Informational | 0.369 | 0.359 | 0.004 | -0.019 | -0.185 | 1.000 | 0.951 | 0.014 | 0.001 | 0.221 | 0.366 | 0.366 | -0.020 | 0.077 | -0.056 | 0.378 | 0.028 | 0.012 |
| Informational_Duration | 0.363 | 0.354 | -0.003 | -0.012 | -0.199 | 0.951 | 1.000 | 0.006 | 0.004 | 0.225 | 0.358 | 0.361 | -0.012 | 0.066 | -0.056 | 0.148 | 0.008 | 0.006 |
| Month | 0.053 | 0.024 | 0.055 | 0.060 | 0.062 | 0.014 | 0.006 | 1.000 | -0.005 | 0.077 | 0.115 | 0.105 | -0.027 | 0.173 | 0.023 | 0.170 | 0.136 | 0.057 |
| OperatingSystems | -0.006 | -0.008 | 0.052 | 0.372 | 0.021 | 0.001 | 0.004 | -0.005 | 1.000 | -0.010 | 0.022 | 0.025 | 0.027 | 0.071 | 0.024 | 0.193 | 0.465 | 0.119 |
| PageValues | 0.329 | 0.318 | -0.123 | 0.026 | -0.309 | 0.221 | 0.225 | 0.077 | -0.010 | 1.000 | 0.342 | 0.358 | 0.003 | 0.411 | -0.073 | 0.047 | 0.109 | 0.035 |
| ProductRelated | 0.459 | 0.429 | -0.053 | 0.043 | -0.520 | 0.366 | 0.358 | 0.115 | 0.022 | 0.342 | 1.000 | 0.883 | -0.021 | 0.126 | -0.018 | 0.237 | 0.078 | 0.000 |
| ProductRelated_Duration | 0.420 | 0.412 | -0.081 | 0.045 | -0.478 | 0.366 | 0.361 | 0.105 | 0.025 | 0.358 | 0.883 | 1.000 | -0.011 | 0.071 | -0.046 | 0.407 | 0.035 | 0.004 |
| Region | 0.011 | 0.021 | -0.018 | 0.056 | -0.004 | -0.020 | -0.012 | -0.027 | 0.027 | 0.003 | -0.021 | -0.011 | 1.000 | 0.012 | -0.017 | 0.080 | 0.180 | 0.021 |
| Revenue | 0.131 | 0.064 | 0.168 | 0.038 | 0.244 | 0.077 | 0.066 | 0.173 | 0.071 | 0.411 | 0.126 | 0.071 | 0.012 | 1.000 | -0.087 | 0.171 | 0.102 | 0.025 |
| SpecialDay | -0.126 | -0.132 | 0.135 | 0.019 | 0.150 | -0.056 | -0.056 | 0.023 | 0.024 | -0.073 | -0.018 | -0.046 | -0.017 | -0.087 | 1.000 | 0.108 | 0.064 | 0.258 |
| TrafficType | 0.080 | 0.194 | 0.110 | 0.191 | 0.115 | 0.378 | 0.148 | 0.170 | 0.193 | 0.047 | 0.237 | 0.407 | 0.080 | 0.171 | 0.108 | 1.000 | 0.383 | 0.151 |
| VisitorType | 0.086 | 0.007 | 0.123 | 0.469 | 0.185 | 0.028 | 0.008 | 0.136 | 0.465 | 0.109 | 0.078 | 0.035 | 0.180 | 0.102 | 0.064 | 0.383 | 1.000 | 0.053 |
| Weekend | 0.039 | 0.000 | 0.050 | 0.059 | 0.065 | 0.012 | 0.006 | 0.057 | 0.119 | 0.035 | 0.000 | 0.004 | 0.021 | 0.025 | 0.258 | 0.151 | 0.053 | 1.000 |
| Administrative | Administrative_Duration | Informational | Informational_Duration | ProductRelated | ProductRelated_Duration | BounceRates | ExitRates | PageValues | SpecialDay | Month | OperatingSystems | Browser | Region | TrafficType | VisitorType | Weekend | Revenue | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 0.0 | 0 | 0.0 | 1 | 0.000000 | 0.200000 | 0.200000 | 0.0 | 0.0 | Feb | 1 | 1 | 1 | 1 | Returning_Visitor | False | False |
| 1 | 0 | 0.0 | 0 | 0.0 | 2 | 64.000000 | 0.000000 | 0.100000 | 0.0 | 0.0 | Feb | 2 | 2 | 1 | 2 | Returning_Visitor | False | False |
| 2 | 0 | 0.0 | 0 | 0.0 | 1 | 0.000000 | 0.200000 | 0.200000 | 0.0 | 0.0 | Feb | 4 | 1 | 9 | 3 | Returning_Visitor | False | False |
| 3 | 0 | 0.0 | 0 | 0.0 | 2 | 2.666667 | 0.050000 | 0.140000 | 0.0 | 0.0 | Feb | 3 | 2 | 2 | 4 | Returning_Visitor | False | False |
| 4 | 0 | 0.0 | 0 | 0.0 | 10 | 627.500000 | 0.020000 | 0.050000 | 0.0 | 0.0 | Feb | 3 | 3 | 1 | four | Returning_Visitor | True | False |
| 5 | 0 | 0.0 | 0 | 0.0 | 19 | 154.216667 | 0.015789 | 0.024561 | 0.0 | 0.0 | Feb | 2 | 2 | 1 | 3 | Returning_Visitor | False | False |
| 6 | 0 | 0.0 | 0 | 0.0 | 1 | 0.000000 | 0.200000 | 0.200000 | 0.0 | 0.4 | Feb | 2 | 4 | 3 | 3 | Returning_Visitor | False | False |
| 7 | 1 | 0.0 | 0 | 0.0 | 0 | 0.000000 | 0.200000 | 0.200000 | 0.0 | 0.0 | Feb | 1 | 2 | 1 | five | Returning_Visitor | True | False |
| 8 | 0 | 0.0 | 0 | 0.0 | 2 | 37.000000 | 0.000000 | 0.100000 | 0.0 | 0.8 | Feb | 2 | 2 | 2 | 3 | Returning_Visitor | False | False |
| 9 | 0 | 0.0 | 0 | 0.0 | 3 | 738.000000 | 0.000000 | 0.022222 | 0.0 | 0.4 | Feb | 2 | 4 | 1 | 2 | Returning_Visitor | False | False |
| Administrative | Administrative_Duration | Informational | Informational_Duration | ProductRelated | ProductRelated_Duration | BounceRates | ExitRates | PageValues | SpecialDay | Month | OperatingSystems | Browser | Region | TrafficType | VisitorType | Weekend | Revenue | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 12483 | 1 | 54.0 | 1 | 237.0 | 16 | 744.500000 | 0.013333 | 0.033778 | 0.0 | 0.0 | Mar | 2 | 2 | 6 | 2 | Returning_Visitor | False | False |
| 12484 | 1 | 54.0 | 1 | 237.0 | 16 | 744.500000 | 0.013333 | 0.033778 | 0.0 | 0.0 | Mar | 2 | 2 | 6 | 2 | Returning_Visitor | False | False |
| 12485 | 0 | 0.0 | 1 | 57.0 | 5 | 454.000000 | 0.000000 | 0.050000 | 0.0 | 0.0 | Mar | 2 | 2 | 3 | 6 | Returning_Visitor | False | False |
| 12486 | 0 | 0.0 | 1 | 57.0 | 5 | 454.000000 | 0.000000 | 0.050000 | 0.0 | 0.0 | Mar | 2 | 2 | 3 | 6 | Returning_Visitor | False | False |
| 12487 | 0 | 0.0 | 0 | 0.0 | 15 | 432.500000 | 0.000000 | 0.015385 | 0.0 | 0.0 | May | 2 | 6 | 6 | 1 | Returning_Visitor | False | False |
| 12488 | 0 | 0.0 | 0 | 0.0 | 56 | 4377.983333 | 0.004286 | 0.022296 | 0.0 | 0.8 | May | 4 | 1 | 1 | 4 | Returning_Visitor | False | False |
| 12489 | 0 | 0.0 | 0 | 0.0 | 56 | 4377.983333 | 0.004286 | 0.022296 | 0.0 | 0.8 | May | 4 | 1 | 1 | 4 | Returning_Visitor | False | False |
| 12490 | 5 | 77.0 | 0 | 0.0 | 94 | 3210.848218 | 0.002128 | 0.020922 | 0.0 | 0.0 | Oct | 2 | 2 | 3 | 2 | Returning_Visitor | True | False |
| 12491 | 5 | 77.0 | 0 | 0.0 | 94 | 3210.848218 | 0.002128 | 0.020922 | 0.0 | 0.0 | october | 2 | 2 | 3 | 2 | Returning_Visitor | True | False |
| 12492 | 5 | 77.0 | 0 | 0.0 | 94 | 3210.848218 | 0.002128 | 0.020922 | 0.0 | 0.0 | Oct | 2 | 2 | 3 | 2 | Returning_Visitor | True | False |
Most frequently occurring
| Administrative | Administrative_Duration | Informational | Informational_Duration | ProductRelated | ProductRelated_Duration | BounceRates | ExitRates | PageValues | SpecialDay | Month | OperatingSystems | Browser | Region | TrafficType | VisitorType | Weekend | Revenue | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | 0 | 0.0 | 0 | 0.0 | 1 | 0.0 | 0.2 | 0.20 | 0.0 | 0.0 | Mar | 2 | 2 | 1 | 1 | Returning_Visitor | False | False | 13 |
| 30 | 0 | 0.0 | 0 | 0.0 | 1 | 0.0 | 0.2 | 0.20 | 0.0 | 0.0 | Mar | 3 | 2 | 3 | 1 | Returning_Visitor | False | False | 6 |
| 11 | 0 | 0.0 | 0 | 0.0 | 1 | 0.0 | 0.2 | 0.20 | 0.0 | 0.0 | Dec | 8 | 13 | 9 | 20 | Other | False | False | 5 |
| 32 | 0 | 0.0 | 0 | 0.0 | 1 | 0.0 | 0.2 | 0.20 | 0.0 | 0.0 | May | 1 | 1 | 1 | 3 | Returning_Visitor | False | False | 5 |
| 28 | 0 | 0.0 | 0 | 0.0 | 1 | 0.0 | 0.2 | 0.20 | 0.0 | 0.0 | Mar | 3 | 2 | 1 | 1 | Returning_Visitor | False | False | 4 |
| 35 | 0 | 0.0 | 0 | 0.0 | 1 | 0.0 | 0.2 | 0.20 | 0.0 | 0.0 | May | 1 | 1 | 4 | 3 | Returning_Visitor | False | False | 4 |
| 38 | 0 | 0.0 | 0 | 0.0 | 1 | 0.0 | 0.2 | 0.20 | 0.0 | 0.0 | May | 2 | 2 | 1 | 3 | Returning_Visitor | False | False | 4 |
| 53 | 0 | 0.0 | 0 | 0.0 | 1 | 0.0 | 0.2 | 0.20 | 0.0 | 0.0 | Nov | 2 | 2 | 1 | 1 | Returning_Visitor | False | False | 4 |
| 68 | 0 | 0.0 | 0 | 0.0 | 2 | 7.0 | 0.0 | 0.10 | NaN | 0.0 | Nov | 2 | 2 | 4 | 1 | Returning_Visitor | False | False | 4 |
| 70 | 0 | 0.0 | 0 | 0.0 | 2 | 162.0 | 0.0 | 0.05 | 0.0 | 0.0 | May | 2 | 4 | 1 | 4 | Returning_Visitor | False | False | 4 |